He stared at the picture on his phone. It was a selfie of his friend, Alex, from their camping trip last summer. Alex, the renowned architect, who designed skyscrapers. He had mentioned he was now working on a new project, in the heart of the city. Scrolling down, he found a picture of Alex smiling in front of a small cafe, wearing a simple apron. Underneath the photo, it read: "New job!" followed by an emoji of a coffee cup. The ground tilted. The image blurred and danced before his eyes. He felt a wave of nausea wash over him.

Emotion: disoriented

Cluster: Surprise / Confusion
PC1 (Valence): -2.65 Negative
PC2 (Disposition): -1.34

Role in Research

This story is one of 1,000 stories generated for the emotion disoriented. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 disoriented stories, after denoising with neutral dialogue baselines, produces the disoriented emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disoriented vector is projected through the unembedding matrix.

Promoted:
unfamiliar0.340
ness0.321
失去了0.316
не0.315
будто0.311
Suppressed:
B-0.474
la-0.419
K-0.409
de-0.309
brag-0.302